On April 30, 2026, Judge John G. Koeltl of the Southern District of New York routed to arbitration a lawsuit alleging that Spotify’s Discovery Mode feature deceives users by disguising paid promotion as personalised recommendation. This post argues that that procedural outcome may somewhat be more significant than the allegation it displaced, because Spotify did not just win a procedural ruling, it judicially validated a dispute system that it designed itself, to handle challenges to its own conduct.
Case Background
Before we discuss how the dispute resolution clauses in Spotify’s User Agreement operated in this case, perhaps we should first briefly discuss the facts of this case. It centered on Discovery Mode, a tool that sits at the intersection of two relationships simultaneously. From the listener’s side, Discovery Mode presents algorithmically curated recommendations as personalised to individual taste. From the artist and label side, it operates as a promotional mechanism: rights holders opt selected tracks into the system in exchange for increased algorithmic visibility, with the trade-off being a 30% reduction in royalties on streams generated through the feature. The listener does not see the commercial arrangement driving the recommendation. The artist accepts a royalty cut to participate.
This dual structure matters because it occupies a regulatory grey zone. Payola in the traditional sense, payments to broadcasters for airplay without disclosure, is prohibited under US federal law, specifically 47 U.S.C. § 317 and 47 U.S.C. § 508, covering broadcast radio and television and enforced by the FCC. Spotify is not a broadcaster.
Genevieve Capolongo’s complaint, filed November 4, 2025, addressed the listener side of this arrangement: she argued that Spotify’s playlists and recommendations are shaped by undisclosed pay-for-play arrangements and hidden commercial incentives, amounting to a “modern form of payola”. She sought class action status on behalf of over 100 Spotify users, requesting disclosure of when playlist placement is influenced by paid promotion. Her individual damages claim was modest, somewhere between $5 and $21.
Spotify’s Dispute Resolution Clauses
Terms of service and User Agreements routinely contain clauses that determine how disputes are handled, by whom, in what forum, and on what terms. That makes them, in dispute system design parlance, a “design context”. These clauses lie in wait until a dispute arises.
Spotify’s user agreement is one of such contexts as it specifies that any dispute will be administered by National Arbitration and Mediation, a private provider selected by Spotify, operating under NAM’s rules as modified by Spotify’s own arbitration agreement. The user has no role in selecting the forum or any of the other elements that make up the dispute resolution system. For mass arbitration specifically, Spotify has designed a staged process: in the first stage, each side’s counsel selects 25 cases to proceed individually, with remaining cases held in abeyance. After that stage, the parties enter global non-binding confidential mediation before a retired judge, with Spotify paying the mediator’s fee. The second stage repeats the process with 50 cases per side. This is not a neutral procedural arrangement, it is a system for managing mass claims, written by Spotify, specifying a forum Spotify selected, governed by rules Spotify modified for its own purposes.
The user who clicks “accept” on Spotify’s terms has agreed, not only to arbitrate, but also to do so in a forum they did not choose, under rules they did not negotiate, through a staged process designed by the party they may one day need to challenge.
The Ruling (or the Clauses in Operation)
Spotify did not win a ruling that Discovery Mode is lawful. It has merely enforced its arbitration clause and class waiver, with the core question left unadjudicated. What Judge Koeltl validated was the dispute system Spotify designed: the forum selection, the choice of the dispute resolution service provider, the staged mass arbitration architecture, and the class action waiver that prevents aggregation of claims and makes individual litigation economically unviable for claimants with small damages.
When Capolongo argued that, among other things, NAM’s procedures were inadequate, Judge Koeltl responded that there had been no showing that those procedures would not afford her a fair opportunity to present her claims. The ruling left unexamined the question of whether a forum selected and procedurally shaped by one party can be adequate for the other.
Final Thoughts (or the Governance Question the Ruling Avoids)
Judge Koeltl’s ruling confirms that Spotify’s arbitration clause is enforceable under US contract law. It does not address whether a mandatory arbitration clause that prevents public examination of a platform’s core business practices, in a system affecting hundreds of millions of participants who had no meaningful role in drafting the terms they accepted, constitutes an adequate substitute for judicial oversight.
That question looks very different from a European vantage point. Maud Piers argued that EU consumer law resists treating arbitration as a complete substitute for judicial proceedings because of the structural imbalance between trader and consumer. Mandatory arbitration clauses in standard form contracts are subject to unfairness review under the Unfair Contract Terms Directive. As such, the contractual structure upheld in Capolongo would likely face substantially closer scrutiny under EU consumer law.
The Capolongo ruling also raises a question that extends beyond the listener relationship. It extends to whether similarly asymmetric dispute architectures embedded in artist-facing contracts would operate in the same way when the stakes concern professional livelihood rather than consumer harm. Indeed, this reflects a broader structural pattern in how DSPs and music distributors design their relationships with artists and users alike, one that ongoing empirical research into platform dispute resolution clauses is beginning to document more systematically.
Authored by: Mr. Seun Lari-Williams
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